{"id":"W4406673172","doi":"10.1016/b978-0-08-049996-3.50008-6","title":"10.1016/b978-0-08-049996-3.50008-6","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Physics and Engineering Research Articles","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009549231,0.00198966,0.001487124,0.001833886,0.001545825,0.005179652,0.002916373,0.004107327,0.981773],"category_scores_gemma":[0.00148208,0.000885235,0.0009849797,0.002109871,0.001398975,0.004639723,0.002959891,0.002352748,0.991572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009783007,"about_ca_system_score_gemma":0.0007959119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002531215,"about_ca_topic_score_gemma":0.002286684,"domain_scores_codex":[0.9995233,0.00002700915,0.0000288824,0.000168617,0.0001662991,0.00008596269],"domain_scores_gemma":[0.9983442,0.0004996101,0.0001184767,0.0002522692,0.0003324435,0.0004529695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001808573,0.0001191425,0.0004199682,0.0005270718,0.00002448984,0.0001365259,0.00009027202,0.0003807087,0.003779224,0.008513406,0.3493937,0.6364346],"study_design_scores_gemma":[0.00001870699,0.0000476086,0.000444471,0.0002155578,0.000008056493,0.0002152944,0.00007114182,0.0001201746,0.0004471421,0.001119437,0.9972795,0.00001305638],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002474469,0.000443635,0.001095756,0.0003193524,0.0001969144,0.0000493058,0.0008281516,0.001183216,0.9956362],"genre_scores_gemma":[0.0006497715,0.0002473858,0.0004243031,0.0001066206,0.00003534713,0.00003249629,0.0004646627,0.0003120785,0.9977275],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01822704,"threshold_uncertainty_score":0.02599865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006957507278781247,"score_gpt":0.1602964091921343,"score_spread":0.153338901913353,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}